| Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks | Aug 10, 2020 | Magnetic Resonance Fingerprintingparameter estimation | CodeCode Available | 0 |
| On the Theoretical Guarantees for Parameter Estimation of Gaussian Random Field Models: A Sparse Precision Matrix Approach | May 21, 2014 | parameter estimation | CodeCode Available | 0 |
| Data-based stochastic modeling reveals sources of activity bursts in single-cell TGF-β signaling | Jul 25, 2021 | Computational EfficiencyNumerical Integration | CodeCode Available | 0 |
| Fast parameter estimation of Generalized Extreme Value distribution using Neural Networks | May 7, 2023 | parameter estimation | CodeCode Available | 0 |
| Learning Differentiable Particle Filter on the Fly | Dec 10, 2023 | Bayesian InferenceObject Tracking | CodeCode Available | 0 |
| Fast, Precise Myelin Water Quantification using DESS MRI and Kernel Learning | Sep 24, 2018 | parameter estimation | CodeCode Available | 0 |
| Parameter Estimation in DAGs from Incomplete Data via Optimal Transport | May 25, 2023 | parameter estimationRepresentation Learning | CodeCode Available | 0 |
| Learning Distributions Generated by One-Layer ReLU Networks | Sep 4, 2019 | parameter estimation | CodeCode Available | 0 |
| Symbolic Recovery of Differential Equations: The Identifiability Problem | Oct 15, 2022 | parameter estimation | CodeCode Available | 0 |
| Scalable Algorithms for Learning High-Dimensional Linear Mixed Models | Mar 12, 2018 | parameter estimationVocal Bursts Intensity Prediction | CodeCode Available | 0 |